A Molecular Biomarker to Diagnose Community-acquired Pneumonia on Intensive Care Unit Admission

Publication date

2015-06-01

Authors

Scicluna, Brendon P
Klein Klouwenberg, Peter M CISNI 0000000388288696
van Vught, Lonneke A
Wiewel, Maryse A
Ong, David S YORCID 0000-0001-5688-6443
Zwinderman, Aeilko H
Franitza, Marek
Toliat, Mohammad R
Nürnberg, Peter
Hoogendijk, Arie J

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Article

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taverne

Abstract

Rationale: Community-acquired pneumonia (CAP) accounts for a major proportion of intensive care unit (ICU) admissions for respiratory failure and sepsis. Diagnostic uncertainty complicates case management, which may delay appropriate cause-specific treatment. Objectives: To characterize the blood genomic response in patients with suspected CAP and identify a candidate biomarker for the rapid diagnosis of CAP on ICU admission. Methods: The study comprised two cohorts of consecutively enrolled patients treated for suspected CAP on ICU admission. Patients were designated CAP (cases) and no-CAP patients (control subjects) by post hoc assessment. The first (discovery) cohort (101 CAP and 33 no-CAP patients) was enrolled between January 2011 and July 2012; the second (validation) cohort (70 CAP and 30 no-CAP patients) between July 2012 and June 2013. Blood was collected within 24 hours of ICU admission. Measurements and Main Results: Blood microarray analysis of CAP and no-CAP patients revealed shared and distinct gene expression patterns. A 78-gene signature was defined for CAP, from which a FAIM3:PLAC8 gene expression ratio was derived with area under curve of 0.845 (95% confidence interval, 0.764-0.917) and positive and negative predictive values of 83% and 81%, respectively. Robustness of the FAIM3:PLAC8 ratio was ascertained by quantitative polymerase chain reaction in the validation cohort. The FAIM3:PLAC8 ratio outperformed plasma procalcitonin and IL-8 and IL-6 in discriminating between CAP and no-CAP patients. Conclusions: CAP and no-CAP patients presented shared and distinct blood genomic responses. We propose the FAIM3:PLAC8 ratio as a candidate biomarker to assist in the rapid diagnosis of CAP on ICU admission.

Keywords

Biomarker, Blood, Microarray, Pneumonia, Sepsis, Taverne

Citation

Scicluna, B P, Klein Klouwenberg, P M C, van Vught, L A, Wiewel, M A, Ong, D S Y, Zwinderman, A H, Franitza, M, Toliat, M R, Nürnberg, P, Hoogendijk, A J, Horn, J, Cremer, O L, Schultz, M J, Bonten, M J & van der Poll, T 2015, 'A Molecular Biomarker to Diagnose Community-acquired Pneumonia on Intensive Care Unit Admission', American Journal of Respiratory and Critical Care Medicine, vol. 192, no. 7, pp. 826-835. https://doi.org/10.1164/rccm.201502-0355OC